{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "b6c5dab4",
   "metadata": {},
   "source": [
    "# 本篇记事本主要记录与图像有关的操作：图像的读取、显示、裁剪、旋转..."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e05967e5",
   "metadata": {},
   "source": [
    "# 图片的读取和显示\n",
    "\n",
    "图像的读取主要有两个库：一个是opencv库，另一个是Image库\n",
    "\n",
    "使用opencv库中的cv2.imread函数时，可以指定图片的类型：\n",
    "\n",
    " *  cv2.IMREAD_COLOR：代表读取彩色图片，默认的取值，结果是一个三维的ndarray数组\n",
    " *  cv2.IMREAD_GRAYSCALE: 代表读取灰度图片，结果是一个二维的ndarray数组\n",
    "   \n",
    "**注意：** 此函数读取彩色图像时的通道顺序是BGR，后期需要根据自己的需要转换通道顺序，将BGR转换为RGB"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "e963b7da",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import cv2\n",
    "import matplotlib.pyplot as plt\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "7139ba0a",
   "metadata": {},
   "outputs": [],
   "source": [
    "url = 'C:/Users/hejianfei/Desktop/R-C.jpg'\n",
    "# 调用imread函数读取图像，此时读入的通道顺序默认是BGR,需要使用cv2.cvtColor函数转换为RGB顺序\n",
    "# 使用cv2.imread函数时，可以传入相应的参数\n",
    "# cv2.IMREAD_COLOR：代表读取彩色图片，默认的取值，结果是一个三维的ndarray数组\n",
    "# cv2.IMREAD_GRAYSCALE: 代表读取灰度图片，结果是一个二维的ndarray数组\n",
    "image = cv2.imread(url, cv2.IMREAD_COLOR)\n",
    "# 如果使用cv2读取彩色图片，显示彩色图片，则不需要转换通道\n",
    "# cv2.imshow('img', image)\n",
    "# cv2.waitKey(0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "a7b69c1b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 此时没有转换通道，使用plt显示时会出错\n",
    "plt.subplot(1, 3, 1)\n",
    "plt.imshow(image)\n",
    "# 将图像从BGR转换为RGB\n",
    "image = cv2.cvtColor(image, cv2.COLOR_BGR2RGB)\n",
    "# 转换通道后，显示正确\n",
    "plt.subplot(1, 3, 2)\n",
    "plt.imshow(image)\n",
    "# 将图像转换为灰度图像\n",
    "img = cv2.cvtColor(image, cv2.COLOR_RGB2GRAY)\n",
    "plt.subplot(1, 3, 3)\n",
    "# 使用plt.imshow函数显示灰度图像时，一定要加cmap='gray',否则显示会不正确\n",
    "plt.imshow(img, cmap='gray')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "874b7b35",
   "metadata": {},
   "source": [
    "# 图像的放缩\n",
    "\n",
    "记住一个原则：图像的放缩保持了原有图像的高宽比，放缩比例的计算只与**长边**有关。只要计算出了放缩比例就可以从处理后的图得到原图。\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "34782601",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python [conda env:env-hjf] *",
   "language": "python",
   "name": "conda-env-env-hjf-py"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.11"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
